How to Scrape Domain.com.au in 2026 (Akamai Protected)
Web scraping freelancer
By ScrapeMind · May 2026 · 8 min read
Domain.com.au recently deployed Akamai Bot Manager, breaking most existing scrapers. Here's what changed, why it's hard to bypass, and how to get Australian property data reliably today.
Why scrapers started breaking
If your Domain.com.au scraper suddenly started returning 403 errors or empty responses, you're not alone. In early 2026, Domain rolled out Akamai Bot Manager across their platform — one of the most aggressive bot protection systems in use today.
Akamai doesn't just check your User-Agent or IP. It runs device fingerprinting, TLS fingerprinting, behavioral analysis, and JavaScript challenges simultaneously. A plain requests call or a headless browser with default settings gets flagged almost instantly.
What Akamai Bot Manager checks: TLS fingerprint (JA3/JA4) · HTTP/2 frame ordering · JavaScript sensor data · Mouse/keyboard behavior · IP reputation · Request timing patterns
What makes domain.com.au particularly tricky
Beyond Akamai, Domain has additional layers. Their listing pages use server-side rendering with dynamic tokens, meaning the HTML structure alone isn't enough — you need to handle rotating session cookies and occasionally solve inline challenges before any property data is returned.
Their search API also uses GraphQL under the hood, which changes query structure periodically. Scraping the frontend without understanding the underlying API is fragile and breaks on any UI update.
The approach that works
After extensive testing, the bypass that holds up requires handling several things together:
1. TLS fingerprint spoofing — using an HTTP client that mimics a real browser's TLS handshake (not Python's default ssl library).
2. Proper header ordering — Akamai checks HTTP/2 pseudo-header order. Most libraries get this wrong out of the box.
3. Session warming — making a few realistic navigation requests before hitting the target endpoint, building a credible session history.
4. Proxy rotation — residential proxies only. Datacenter IPs are flagged at the Akamai edge before your request even reaches Domain's servers.
For non-technical users: You don't need to implement any of this yourself. The Apify actor handles all of it — just provide your search URL or suburb and it returns clean, structured JSON data.
What data you can extract
A working Domain.com.au scraper gives you access to every listing's full details — not just what's visible on the surface:
{
"listingId": "2024681234",
"address": "42 Bondi Road, Bondi, NSW 2026",
"price": 1850000,
"priceText": "$1,850,000",
"bedrooms": 3,
"bathrooms": 2,
"parking": 1,
"propertyType": "House",
"suburb": "Bondi",
"state": "NSW",
"postcode": "2026",
"daysOnMarket": 14,
"agentName": "Sarah Mitchell",
"agencyName": "Ray White Bondi",
"listingUrl": "https://domain.com.au/...",
"images": ["https://...", "..."],
"lat": -33.8908,
"lng": 151.2743,
"scrapedAt": "2026-05-16T08:22:11Z"
}
Who uses this data?
Australian property data from Domain has a wide range of real-world applications. Real estate investors use it to track suburb-level price movements and spot undervalued listings before they sell. PropTech companies use it to power AVMs (automated valuation models) and market analytics dashboards. Developers and data engineers use it to build lead generation pipelines, alerting systems, or feed their own internal tools.
Common use cases: Market trend dashboards · Off-market lead lists · Price drop alerts · Suburb comparison tools · Investment scoring models · CRM enrichment
Using the Apify actor (no code needed)
The easiest way to get Domain.com.au data without writing a single line of code is through the ScrapeMind Domain.com.au Scraper on Apify. It runs in the cloud, handles the Akamai bypass automatically, and outputs clean JSON or CSV that you can download or pipe directly into your workflow.
Or call it via the Apify API with Python:
import requests
run = requests.post(
"https://api.apify.com/v2/acts/scrapemind-domaincomau-scraper/runs",
headers={"Authorization": "Bearer YOUR_TOKEN"},
json={
"searchUrl": "https://www.domain.com.au/sale/sydney/",
"maxListings": 500,
"outputFormat": "json"
}
)
print(run.json()["data"]["id"])
The actor also supports scheduled runs — set it to scrape daily and you'll have a fresh, timestamped snapshot of any Sydney or Melbourne suburb automatically deposited into your Apify dataset or S3 bucket.
Domain.com.au's Akamai integration isn't going away — if anything, it'll get stricter. The scrapers that survive are the ones that treat bot protection as a moving target and stay updated. The Apify actor is actively maintained to keep pace with any changes on Domain's end.
Ready to start extracting Domain.com.au data? Check out the ScrapeMind Domain.com.au Scraper on Apify — Akamai-ready, JSON & CSV output, scheduled runs, no code needed.
